Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
windows_first
Summary
The documentation provides both Bash (Azure CLI) and PowerShell examples throughout, but PowerShell (a Windows-centric tool) is given equal prominence and detail as Bash. Many advanced configuration steps, such as creating subnets, delegating, and DNS setup, are shown in PowerShell using Az modules, which are primarily used on Windows. There is no mention of Linux-native tools (e.g., native shell commands, networking utilities) or guidance for Linux users beyond Bash/CLI. PowerShell examples are present for every step, and parameter tables use PowerShell-specific names before CLI equivalents, indicating a subtle Windows-first bias.
Recommendations
  • Clarify that PowerShell examples are for users on Windows or those who have installed PowerShell Core on Linux/macOS.
  • Add explicit notes or guidance for Linux users, such as confirming that all Azure CLI commands work natively on Linux/macOS terminals.
  • Consider providing examples using other Linux-native tools where applicable (e.g., networking validation with ip/ifconfig, DNS checks with dig/nslookup).
  • Ensure parameter tables list Azure CLI/Bash parameters first, or side-by-side with PowerShell equivalents.
  • Add troubleshooting tips for Linux environments, such as handling permissions, environment variables, or common CLI issues.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets